Yiu Ming CHEUNG, Prof

Research Output

Research output per year 2000 2005 2006 2007 2008 2009 2010 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2022

• 147 Article
• 135 Conference contribution
• 12 Editorial
• 6 Paper
• 10 More
  • 5 Patent
  • 4 Conference article
  • 1 Letter

Research output per year

Research output per year

Search results

• Conference article

  Temporal principal component analysis - Advances in dual auto-regressive modeling for blind Gaussian process identification

  CHEUNG, Y. M., 2002, In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 3, p. 311-315 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Independent component analysis 100%
  • Principal component analysis 85%
  1 Citation (Scopus)
• Conference contribution

  A batch rival penalized em algorithm for gaussian mixture clustering with automatic model selection

  Zhang, D. & CHEUNG, Y. M., 2007, Rough Sets and Knowledge Technology - Second International Conference, RSKT 2007, Proceedings. Springer Verlag, p. 252-259 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4481 LNAI).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Learning Rate 100%
  • Gaussian Mixture 99%
  • Batch 79%
  • EM Algorithm 78%
  • Model Selection 71%
  1 Citation (Scopus)

• A bi-objective model for shelf space allocation using a hybrid genetic algorithm

  Liang, C., CHEUNG, Y. M. & Wang, Y., 2007, The 2007 International Joint Conference on Neural Networks, IJCNN 2007 Conference Proceedings. p. 2460-2465 6 p. 4371344. (IEEE International Conference on Neural Networks - Conference Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Profitability 100%
  • Sales 86%
  • Genetic algorithms 79%
  • Local search (optimization) 55%
  3 Citations (Scopus)

• A cooperative and penalized competitive learning approach to gaussian mixture clustering

  CHEUNG, Y. M. & Jia, H., 2010, Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings. PART 3 ed. p. 435-440 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6354 LNCS, no. PART 3).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Competitive Learning 100%
  • Gaussian Mixture 77%
  • Clustering 53%
  • Learning algorithms 46%
  • Penalization 32%

• Active contours with a novel distribution metric for complex object segmentation

  Peng, S. J., Liu, X. & CHEUNG, Y. M., 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 3345-3348 4 p. 6116389. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Distribution functions 100%
  • Probability distributions 91%
  • Statistics 72%
  • Set theory 62%
  • Experiments 34%
  2 Citations (Scopus)

• A data mapping method for steganography and its application to images

  Wu, H. T., Dugelay, J. L. & CHEUNG, Y. M., 2008, Information Hiding - 10th International Workshop, IH 2008, Revised Selected Papers. Springer Verlag, p. 236-250 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5284 LNCS).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Steganography 100%
  • Higher order statistics 39%
  • Information Hiding 25%
  • Decoding 24%
  • Pixels 21%
  22 Citations (Scopus)

• A direct search algorithm based on kernel density estimator for nonlinear optimization

  CHEUNG, Y. M. & Gu, F., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. IEEE, p. 297-302 6 p. 6975851. (2014 10th International Conference on Natural Computation, ICNC 2014).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Direct Search 100%
  • Kernel Density Estimator 85%
  • Search Algorithm 77%
  • Nonlinear Optimization 74%
  • Ascent 50%
  1 Citation (Scopus)

• A Divide-And-Conquer Fast Implementation of Radial Basis Function Networks with Application to Time Series Forecasting

  Hunag, R. B., Cheung, Y. M. & Law, L. T., Apr 2003, Advances in Data Mining and Modeling: Advances in Data Mining and Modeling, Hong Kong, 27 – 28 June 2002. Ching, W. K. & Ng, M. K. P. (eds.). Singapore: World Scientific Publishing Co. Pte Ltd, p. 97-106 10 p.

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Radial basis function networks 100%
  • Time series 72%
  • Hybrid systems 20%

• A dynamically switched crossover for genetic algorithms

  Ming, L., CHEUNG, Y. M. & Wang, Y. P., 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics. p. 3254-3257 4 p. (Proceedings of 2004 International Conference on Machine Learning and Cybernetics; vol. 5).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Mathematical operators 100%
  • Genetic algorithms 77%
  • Experiments 19%
  3 Citations (Scopus)

• A fast hierarchical clustering approach based on partition and merging scheme

  Zhang, Y. & CHEUNG, Y. M., 8 Jun 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. IEEE, p. 846-851 6 p. (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Hierarchical Clustering 100%
  • Merging 83%
  • Hierarchical clustering 82%
  • Partition 52%
  • Time Complexity 37%
  1 Citation (Scopus)

• A fast objective reduction algorithm based on dominance structure for many objective optimization

  Gu, F., Liu, H. L. & CHEUNG, Y. M., 2017, Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Proceedings. Li, X., Zhang, M., Zhang, Q., Middendorf, M., Tan, K. C., Tan, Y., Jin, Y., Shi, Y. & Tang, K. (eds.). Springer Verlag, p. 260-271 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10593 LNCS).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Evolutionary multiobjective Optimization 100%
  • Optimization 70%
  • Reduction Method 69%
  • Optimization Problem 66%
  • Optimization Algorithm 65%
  5 Citations (Scopus)

• A fragile watermarking scheme for 3D meshes

  Wu, H. T. & CHEUNG, Y. M., 2006, Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05. p. 117-123 7 p. (Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05; vol. 2006).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Watermarking 100%
  • Topology 30%
  • Geometry 26%
  34 Citations (Scopus)

• A high-capacity data hiding method for polygonal meshes

  Wu, H. T. & CHEUNG, Y. M., 2007, Information Hiding - 8th International Workshop, IH 2006, Revised Selected Papers. Springer Verlag, p. 188-200 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4437 LNCS).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Data Hiding 100%
  • Substitution reactions 53%
  • Authentication 46%
  • Mesh 43%
  • Watermark 31%
  12 Citations (Scopus)

• A hypersphere method for plant leaves classification

  Zhang, G. J., Wang, X. F., Huang, D. S., Chi, Z., CHEUNG, Y. M., Du, J. X. & Wan, Y. Y., 2004, 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004. p. 165-168 4 p. (2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Earth (planet) 100%
  • Classifiers 84%
  16 Citations (Scopus)

• A lip contour extraction method using localized active contour model with automatic parameter selection

  Liu, X., CHEUNG, Y. M., Li, M. & Liu, H., 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 4332-4335 4 p. 5597771. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Lighting 100%
  • Experiments 44%
  28 Citations (Scopus)

• A locally Gaussian mixture based RBF network for classification of Chinese herbal infrared spectrum fingerprint

  Wang, T. & CHEUNG, Y. M., 2009, CIS 2009 - 2009 International Conference on Computational Intelligence and Security. p. 381-385 5 p. 5376527. (CIS 2009 - 2009 International Conference on Computational Intelligence and Security; vol. 1).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Radial Basis Function Network 100%
  • Fingerprint 92%
  • Gaussian Mixture 87%
  • Infrared 86%
  • Radial basis function networks 75%

• A maximum weighted likelihood approach to simultaneous model selection and feature weighting in gaussian mixture

  CHEUNG, Y. M. & Zeng, H., 2007, Artificial Neural Networks - ICANN 2007 - 17th International Conference, Proceedings. PART 1 ed. Springer Verlag, p. 78-87 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4668 LNCS, no. PART 1).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Feature Weighting 100%
  • Weighted Likelihood 69%
  • Gaussian Mixture 68%
  • Model Selection 48%
  • Maximum likelihood 46%
  3 Citations (Scopus)

• A multi-boosted HMM approach to lip password based speaker verification

  Liu, X. & CHEUNG, Y. M., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 2197-2200 4 p. 6288349. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Hidden Markov models 100%
  • Data Sharing 37%
  3 Citations (Scopus)

• An adaptive image watermarking scheme using non-separable wavelets and support vector regression

  Du, L., You, X. & CHEUNG, Y. M., 2008, Intelligent Data Engineering and Automated Learning - IDEAL 2008 - 9th International Conference, Proceedings. Springer Verlag, p. 473-482 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5326 LNCS).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Image Watermarking 100%
  • Watermark 82%
  • Watermarking 77%
  • Support Vector Regression 71%
  • Filter Banks 62%
  3 Citations (Scopus)

• An evolutionary algorithm based on decomposition for multimodal optimization problems

  Gu, F., CHEUNG, Y. M. & Luo, J., 10 Sept 2015, 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. IEEE, p. 1091-1097 7 p. 7257011. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Multimodal Optimization 100%
  • Evolutionary Algorithms 68%
  • Evolutionary algorithms 52%
  • Niche 41%
  • Decomposition 41%
  8 Citations (Scopus)

• A New Adaptive Hybrid Algorithm for Large-Scale Global Optimization

  Fan, N., Wang, Y., Liu, J. & CHEUNG, Y. M., 26 Jun 2019, Advances in Neural Networks – ISNN 2019 - 16th International Symposium on Neural Networks, ISNN 2019, Proceedings. Lu, H., Tang, H. & Wang, Z. (eds.). Springer Verlag, p. 299-308 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11554 LNCS).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Large-scale Optimization 100%
  • Hybrid Algorithm 97%
  • Adaptive Algorithm 89%
  • Global optimization 79%
  • Global Optimization 78%

• A new blind separation approach to Ill-condition mixed sources

  Liu, H. & CHEUNG, Y. M., 2005, Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005. p. 39-42 4 p. (Proceedings of the 2005 IEEE International Workshop on VLSI Design and Video Technology, IWVDVT 2005).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Blind source separation 100%
  • Computer simulation 46%

• A new distance metric for unsupervised learning of categorical data

  Jia, H. & CHEUNG, Y. M., 3 Sept 2014, Proceedings of the International Joint Conference on Neural Networks. IEEE, p. 1893-1899 7 p. 6889890. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Unsupervised learning 100%
  • Learning algorithms 72%
  2 Citations (Scopus)

• A new fragile mesh watermarking algorithm for authentication

  Wu, H. T. & CHEUNG, Y. M., 2005, Security and Privacy in the Age of Ubiquitous Computing - IFIP TC11 20th International Information Security Conference. Qing, S., Okamoto, E., Yoshiura, H. & Sasaki, R. (eds.). Springer New York LLC, p. 509-523 15 p. (IFIP Advances in Information and Communication Technology; vol. 181).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Watermarking 100%
  • Authentication 77%
  • Geometry 11%
  3 Citations (Scopus)

• A new schema theorem for uniform crossover based on ternary representation

  Ming, L., Wang, Y. P. & CHEUNG, Y. M., 2004, Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04. Palaniswami, M., Krishnamachari, B., Sowmya, A., Challa, S., Palaniswami, M., Krishnamachari, B., Sowmya, A. & Challa, S. (eds.). p. 235-239 5 p. (Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Mathematical operators 100%
  • Genetic algorithms 77%
  3 Citations (Scopus)

• A new technique for adjusting the learning rate of RPEM algorithm automatically

  Zhao, X. M., CHEUNG, Y. M., Chen, L. & Aihara, K., 2007, Proceedings of the 12th International Symposium on Artificial Life and Robotics, AROB 12th'07. p. 597-600 4 p. (Proceedings of the 12th International Symposium on Artificial Life and Robotis, AROB 12th'07).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Adaptive algorithms 100%
  2 Citations (Scopus)

• An exemplar-based hidden markov model with discriminative visual features for lipreading

  Liu, X. & CHEUNG, Y. M., 20 Jan 2015, Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014. IEEE, p. 90-93 4 p. 7016859. (Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Markov Model 100%
  • Vision 94%
  • Hidden Markov models 93%
  • Speech 30%
  • Histogram 26%
  3 Citations (Scopus)

• An experimental study: On reducing RBF input dimension by ICA and PCA

  Huang, R. B., Law, L. T. & CHEUNG, Y. M., 2002, Proceedings of 2002 International Conference on Machine Learning and Cybernetics. p. 1941-1945 5 p. (Proceedings of 2002 International Conference on Machine Learning and Cybernetics; vol. 4).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Radial basis function networks 100%
  • Independent component analysis 92%
  14 Citations (Scopus)

• An improved competitive and cooperative learning approach for data clustering

  Wang, S. P., Pei, W. J. & CHEUNG, Y. M., 2007, Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007. p. 320-324 5 p. 4415356. (Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Cooperative Learning 100%
  • Competitive Learning 96%
  • Data Clustering 81%
  • Seed 56%
  • Learning Algorithm 48%
  2 Citations (Scopus)

• Anonymized distance filter in hamming space

  WANG, Y., Wan, J., CHEUNG, Y. M. & YUEN, P. C., 2016, Biometric Recognition - 11th Chinese Conference, CCBR 2016, Proceedings. Shan, S., You, Z., Zhou, J., Zheng, W., Wang, Y., Sun, Z., Feng, J. & Zhao, Q. (eds.). Springer Verlag, p. 663-671 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9967 LNCS).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Biometrics 100%
  • Filter 89%
  • Privacy 64%
  • Search Algorithm 28%
  • Ball 20%

• A novel asymptotic deterministic randomness based watermarking scheme

  Wang, K., Pei, W., He, Z. & CHEUNG, Y. M., 2006, Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. p. 55-58 4 p. 4041665. (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Digital watermarking 100%
  • Image watermarking 99%
  1 Citation (Scopus)

• A novel automatic lip reading method based on polynomial fitting

  Li, M. & CHEUNG, Y. M., 2010, Active Media Technology - 6th International Conference, AMT 2010, Proceedings. p. 296-305 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6335 LNCS).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Polynomials 100%
  • Template 78%
  • Polynomial 68%
  • Feature Vector 49%
  • Speech 42%
  4 Citations (Scopus)

• A Novel Hybrid GA/SVM System for Protein Sequences Classification

  Zhao, X. M., Huang, D. S., CHEUNG, Y. M., Wang, H. Q. & Huang, X., 2004, Intelligent Data Engineering and Automated Learning – IDEAL 2004: 5th International Conference, Exeter, UK. August 25-27, 2004. Proceedings. Yang, Z. R., Everson, R. & Yin, H. (eds.). 1st ed. Springer Berlin Heidelberg, p. 11-16 6 p. (Lecture Notes in Computer Science; vol. 3177).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Hybrid Genetic Algorithm 100%
  • Protein Sequence 80%
  • Support Vector Machine 71%
  • Protein 59%
  • Proteins 52%
  24 Citations (Scopus)

• A novel mixed pixels unmixing method for multispectral images

  Han, J. H., Sun, Z. L., Huang, D. S. & CHEUNG, Y. M., 2004, 2004 IEEE International Joint Conference on Neural Networks - Proceedings. p. 2541-2545 5 p. (IEEE International Conference on Neural Networks - Conference Proceedings; vol. 4).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Pixels 100%
  • Additive noise 77%
  3 Citations (Scopus)

• A novel motion based lip feature extraction for lip-reading

  Li, M. & CHEUNG, Y. M., 2008, Proceedings - 2008 International Conference on Computational Intelligence and Security, CIS 2008. p. 361-365 5 p. 4724674. (Proceedings - 2008 International Conference on Computational Intelligence and Security, CIS 2008; vol. 1).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Feature extraction 100%
  • Pixels 97%
  22 Citations (Scopus)

• A parallel architecture using discrete wavelet transform for fast ICA implementation

  Huang, R. B., CHEUNG, Y. M. & Zhu, S. M., 2003, Proceedings of 2003 International Conference on Neural Networks and Signal Processing, ICNNSP'03. p. 1358-1361 4 p. 1281124. (Proceedings of 2003 International Conference on Neural Networks and Signal Processing, ICNNSP'03; vol. 2).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Parallel architectures 100%
  • Independent component analysis 95%
  • Discrete wavelet transforms 93%
  • Hybrid systems 16%
  2 Citations (Scopus)

• A parameterless decomposition-based evolutionary multi-objective algorithm

  Gu, F., CHEUNG, Y. M., Liu, H. L. & Lin, Z., 8 Jun 2018, Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018. IEEE, p. 842-845 4 p. (Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Multi-objective Evolutionary Algorithm 100%
  • Pareto Front 71%
  • Multiobjective Optimization Problems 58%
  • Decomposition 46%
  • Multiobjective optimization 45%
  2 Citations (Scopus)

• A ranking-based evolutionary algorithm for constrained optimization problems

  Hu, Y., CHEUNG, Y. M. & Wang, Y., 2007, Proceedings - Third International Conference on Natural Computation, ICNC 2007. p. 198-202 5 p. 4344669. (Proceedings - Third International Conference on Natural Computation, ICNC 2007; vol. 4).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Feasible region 100%
  • Evolutionary Algorithms 97%
  • Constrained Optimization Problem 90%
  • Constrained optimization 88%
  • Ranking 82%
  2 Citations (Scopus)

• A renewable energy cooperation scheme for OFDM systems using evolutionary many-objective optimization algorithm

  Wang, Q., Liu, H. L. & CHEUNG, Y. M., 17 Jan 2017, Proceedings - 12th International Conference on Computational Intelligence and Security, CIS 2016. IEEE, p. 194-197 4 p. 7820444. (Proceedings - 12th International Conference on Computational Intelligence and Security, CIS 2016).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Renewable Energy 100%
  • Orthogonal Frequency Division multiplexing (OFDM) 90%
  • Optimization Algorithm 58%
  • Orthogonal frequency division multiplexing 49%
  • Energy Harvesting 49%
  4 Citations (Scopus)

• A reversible data hiding approach to mesh authentication

  Wu, H. T. & CHEUNG, Y. M., 2005, Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005. p. 774-777 4 p. 1517952. (Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005; vol. 2005).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Authentication 100%
  • Modulation 89%
  47 Citations (Scopus)

• A rival penalized EM algorithm towards maximizing weighted likelihood for density mixture clustering with automatic model selection

  CHEUNG, Y. M., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 633-636 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 4).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Maximum likelihood 100%
  • Experiments 37%
  10 Citations (Scopus)

• A robust lip tracking algorithm using localized color active contours and deformable models

  Liu, X. & CHEUNG, Y. M., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 1197-1200 4 p. 5946624. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Color 100%
  • Experiments 24%
  7 Citations (Scopus)

• A Scoring Model Assisted by Frequency for Multi-Document Summarization

  YU, Y., Wu, M., Su, W. & CHEUNG, Y., 7 Sept 2021, Artificial Neural Networks and Machine Learning – ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part V. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). 1st ed. Springer Cham, p. 309-320 12 p. (Lecture Notes in Computer Science; vol. 12895)(Theoretical Computer Science and General Issues ; vol. 12895)(ICANN: International Conference on Artificial Neural Networks).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Gold 100%

• A Symmetric Points Search and Variable Grouping Method for Large-scale Multi-objective Optimization

  Tang, D., Wang, Y., Wu, X. & CHEUNG, Y. M., Jul 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 9185876. (2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Large-scale Optimization 100%
  • Multi-objective Optimization 93%
  • Grouping 87%
  • Multiobjective optimization 71%
  • Subspace 26%
  4 Citations (Scopus)

• Audio-visual speaker recognition via multi-modal correlated neural networks

  Geng, J., Liu, X. & CHEUNG, Y. M., 11 Jan 2017, Proceedings - 2016 IEEE/WIC/ACM International Conference on Web Intelligence Workshops, WIW 2016. IEEE, p. 123-128 6 p. 7814493. (Proceedings - 2016 IEEE/WIC/ACM International Conference on Web Intelligence Workshops, WIW 2016).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • neural network 100%
  • Audiovisual 96%
  • Neural networks 50%
  • Electric fuses 43%
  • Convolutional neural networks 38%
  9 Citations (Scopus)

• A unified metric for categorical and numerical attributes in data clustering

  CHEUNG, Y. M. & Jia, H., 2013, Advances in Knowledge Discovery and Data Mining - 17th Pacific-Asia Conference, PAKDD 2013, Proceedings. PART 2 ed. p. 135-146 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7819 LNAI, no. PART 2).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Data Clustering 100%
  • Attribute 64%
  • Categorical 62%
  • Clustering algorithms 60%
  • Clustering 47%
  11 Citations (Scopus)

• Automatic segmentation of color lip images based on morphological filter

  Li, M. & CHEUNG, Y. M., 2010, Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings. PART 1 ed. p. 384-387 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6352 LNCS, no. PART 1).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Morphological Filter 100%
  • Color Space 88%
  • Segmentation 72%
  • Color 49%
  • Contour Extraction 40%
  7 Citations (Scopus)

• Bark texture feature extraction based on statistical texture analysis

  Wan, Y. Y., Du, J. X., Huang, D. S., Chi, Z., CHEUNG, Y. M., Wang, X. F. & Zhang, G. J., 2004, 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004. p. 482-485 4 p. (2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, ISIMP 2004).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Textures 100%
  • Feature extraction 96%
  • Classifiers 44%
  • Correlation methods 37%
  • Autocorrelation 32%
  33 Citations (Scopus)

• Bilinear probabilistic canonical correlation analysis via hybrid concatenations

  Zhou, Y., Lu, H. & Cheung, Y. M., 11 Feb 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 2949-2955 7 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 31, no. 1).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  Open Access

  • Parameter estimation 100%
  4 Citations (Scopus)

• Camera calibration based on the common self-polar triangle of sphere images

  Huang, H., Zhang, H. & CHEUNG, Y. M., 2015, Computer Vision - ACCV 2014 - 12th Asian Conference on Computer Vision, Revised Selected Papers. Yang, M-H., Saito, H., Cremers, D. & Reid, I. (eds.). Springer Verlag, p. 19-29 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9004).

  Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Camera Calibration 100%
  • Triangle 51%
  • Calibration 45%
  • Cameras 42%
  • Camera 25%
  5 Citations (Scopus)